AutoSynthData: Generating Training Data for Enterprise Agent
How to turn an AI agent's failures in your own systems into validated, targeted training tasks, and keep improving as the model gets better.
EngPlain
EngPlain
For working engineers
Engineering, explained plainly. Practical writing on software, security, AI, cloud, and developer tools.
How to turn an AI agent's failures in your own systems into validated, targeted training tasks, and keep improving as the model gets better.
In this blog you will learn how to de bug your program in JavaScript
Learn how to deploy a Spring Boot JAR on Ubuntu as a systemd service, configure automatic startup and restarts, and monitor application logs with journalctl.
Agent-Native Databases Explained: Isolation, Latency, and Scale
CISA added four already-exploited bugs on 9 September 2026: Fortinet, NetScaler, Chromium V8, and Cisco FMC. Who should care, and what to do this week.
API versioning protects the JSON shape. ETags and If-Match protect the row. How to stop two clients from silently overwriting each other.
Liquid AI has introduced DSpark, a new companion model to their vision-language model LFM2.5-VL-3B. It’s built to accomplish one thing well: speed up AI replies without compromising any accuracy. In this Blog , we’ll show you exactly what it does, why it matters and how you can actually run it yourself – on both Windows and Mac.
A hands-on guide to self-hosting geocoding with Nominatim, Docker, and PostGIS — covering setup, imports, spatial queries, and the RAM/storage trade-offs to plan for before you start.